The Believers

Real desks. Real decisions. One ask → one verifiable answer.

Meet the people who pushed us to build outcomes — not output.

These stories are told by members of the AgentSmyth team.

Why these stories matter

Receipts on every number

Every figure in an answer cites the document it came from.

Outcome, not noise

The why behind the call, not just a list of names.

Shareable by design

Export, alert, or generate client notes in one click.

01The desk test

The pitch is silence. I say a ticker, and the desk watches.
Alex Corner,
Head of Electronic Derivatives Trading

What Alex asked

Prove it belongs in the daily desk workflow—not just another powerful tool.

What happened

One ticker, nothing else said → hours of work collated into minutes → the whole desk leans in.
01What lands on the deskField note

One ticker, nothing else said. What comes back is built to be checked where it sits.

Pick a citation to see where it came from.
  1. 01

    Each figure cites its source.

    Data tools hand back their source documents, and the answer cites them inline. Anyone on the desk can open the source behind a number.

  2. 02

    The math runs as code.

    Sums, ratios and correlations run in a sandbox, not in the model's head.

  3. 03

    Nothing changes on its own.

    A change to a book arrives as a proposal and waits for Accept. A linked brokerage account can be read, not traded.

Configured·Platform code, prod · figure illustrative2 Nov 2026
See It Work

02The compliance test

Compliance isn’t the last step. It’s the first question.
Alexandra Egorova,
Director, Global Banks

What Alexandra asked

Stand up an AI toolkit that clears compliance in days, not months.

What happened

Two paths → a market-data-style lookup to prove value fast, or your own data on-prem, never leaving the perimeter.
02The first questions, answeredField note

Two ways in: public market data in our cloud, or the Harness inside your network. Then the questions a review asks first.

01 · Our cloud
Public market data

Prove value first.

02 · Your network
AgentSign-inRun record
Tool call ↓→↑← Data and sources
Market data
Your wall · Checked · logged
  1. 01

    Where does the data go?

    Inside your network, the agent, your sign-in and the run record stay with you. What comes out to us is a tool call for market data, checked for personal data and logged first.

  2. 02

    Who can reach what?

    Where you set entitlements, a tool you aren't entitled to is never built for your run.

  3. 03

    What is kept?

    Every run, with its question, its answer, the sources it used and their citations.

  4. 04

    Who has audited it?

    SOC 2 Type II, 1 May to 31 Jul 2026, no exceptions noted. The report is available under NDA.

Configured·Platform code, prod · SOC 2 Type II report2 Nov 2026
Explore Deployment Options

03The load test

We didn’t schedule that load test. We passed it anyway.
Josh Feldman,
SVP Engineering

What hit the platform

An offshore team at a major brokerage accidentally sent 18.4 million requests in one hour.

What happened

Zero dropped → instrumentation on every single request.
03What heldField note

Traffic nobody announced is a security question before it is a capacity question.

18.4 million requests served in 1 hour. 0 dropped.

≈ 5,100 a second, averaged over the hourDerived

  1. 01

    Checked as a security event first.

    We saw the spike, traced the requests to where they came from and confirmed no credential had been compromised before calling it a test.

  2. 02

    Built ahead, read from cache.

    The reports being requested were built before anyone asked for them. Each request read one from cache.

Measured·Production traffic, unannouncedMar 2026
Put it under load

What all three share

Ask once

The agent picks the data tools, runs the math as code and cites what it used.

One answer

Every figure tied to its source. Every run kept on the record.

Minutes back

Meetings calm, next steps obvious.

Ready to see your story here?

See It Work

Run your first brief, sources attached.

Discuss Your Deployment

Bring a real idea; we’ll run it live.

Developers

Pipe our view into your platform with the Macro Report API.